It started with a spreadsheet
The founding deck started from a simple problem: an agent working a city has far more active listings to review than time to read them. Turning that search into a ranked, inspectable shortlist became the product.
The story.
From a founding deck about an agent and a city of listings.
Listing history already carries useful evidence
Days on market, price-cut velocity, relists, listing text, valuation and sold comps can be slow to compare across a whole city. The engine turns those fields into five strategy-specific anatomies.
Every point has to be explainable
A number without its computation is hard to trust. Every score therefore exposes weighted components, ordered adjustments, confidence, city percentile, caveats and rationale.
Honest about freshness
Listings come from Redfin (MLS data as distributed via Redfin). Searches run every two hours between 7 AM and 9 PM market-local, and details refresh nightly and when a change is detected. Every screen shows when a city was last checked. If a check is late, it says so.
